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基于免疫细胞特征的乳腺癌患者预后模型的临床意义及免疫基因组景观分析。

Clinical significance and immunogenomic landscape analyses of the immune cell signature based prognostic model for patients with breast cancer.

机构信息

College of Bioinformatics Science and Technology, Harbin Medical University.

Public Health College, Harbin Medical University.

出版信息

Brief Bioinform. 2021 Jul 20;22(4). doi: 10.1093/bib/bbaa311.

Abstract

Breast cancer is one of the most common types of cancers and the leading cause of death from malignancy among women worldwide. Tumor-infiltrating lymphocytes are a source of important prognostic biomarkers for breast cancer patients. In this study, based on the tumor-infiltrating lymphocytes in the tumor immune microenvironment, a risk score prognostic model was developed in the training cohort for risk stratification and prognosis prediction in breast cancer patients. The prognostic value of this risk score prognostic model was also verified in the two testing cohorts and the TCGA pan cancer cohort. Nomograms were also established in the training and testing cohorts to validate the clinical use of this model. Relationships between the risk score, intrinsic molecular subtypes, immune checkpoints, tumor-infiltrating immune cell abundances and the response to chemotherapy and immunotherapy were also evaluated. Based on these results, we can conclude that this risk score model could serve as a robust prognostic biomarker, provide therapeutic benefits for the development of novel chemotherapy and immunotherapy, and may be helpful for clinical decision making in breast cancer patients.

摘要

乳腺癌是最常见的癌症类型之一,也是全球女性因恶性肿瘤导致死亡的主要原因。肿瘤浸润淋巴细胞是乳腺癌患者重要的预后生物标志物来源。在这项研究中,基于肿瘤免疫微环境中的肿瘤浸润淋巴细胞,我们在训练队列中开发了一个风险评分预后模型,用于乳腺癌患者的风险分层和预后预测。该风险评分预后模型的预后价值也在两个测试队列和 TCGA 泛癌症队列中得到了验证。我们还在训练和测试队列中建立了列线图,以验证该模型的临床应用。此外,我们还评估了风险评分与内在分子亚型、免疫检查点、肿瘤浸润免疫细胞丰度以及对化疗和免疫治疗的反应之间的关系。基于这些结果,我们可以得出结论,该风险评分模型可以作为一种强大的预后生物标志物,为新型化疗和免疫治疗的发展提供治疗益处,并可能有助于乳腺癌患者的临床决策。

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